| Number of Variables | 10 |
|---|---|
| Number of Rows | 32951 |
| Missing Cells | 2448 |
| Missing Cells (%) | 0.7% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 7.0 MB |
| Average Row Size in Memory | 224.1 B |
| Variable Types |
|
| index is uniformly distributed | Uniform |
|---|---|
| product_category_name has 610 (1.85%) missing values | Missing |
| product_name_lenght has 610 (1.85%) missing values | Missing |
| product_description_lenght has 610 (1.85%) missing values | Missing |
| product_photos_qty has 610 (1.85%) missing values | Missing |
| index is skewed | Skewed |
| product_name_lenght is skewed | Skewed |
| product_photos_qty is skewed | Skewed |
| product_weight_g is skewed | Skewed |
| product_length_cm is skewed | Skewed |
| product_width_cm is skewed | Skewed |
|---|---|
| product_id has a high cardinality: 32951 distinct values | High Cardinality |
| product_category_name has a high cardinality: 73 distinct values | High Cardinality |
| product_id has constant length 32 | Constant Length |
| product_id has all distinct values | Unique |
numerical
| Approximate Distinct Count | 32951 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 527216 |
| Mean | 16475 |
| Minimum | 0 |
| Maximum | 32950 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1647.5 |
| Q1 | 8237.5 |
| Median | 16475 |
| Q3 | 24712.5 |
| 95-th Percentile | 31302.5 |
| Maximum | 32950 |
| Range | 32950 |
| IQR | 16475 |
| Mean | 16475 |
|---|---|
| Standard Deviation | 9512.2787 |
| Variance | 9.0483e+07 |
| Sum | 5.4287e+08 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5774 |
categorical
| Approximate Distinct Count | 32951 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3196247 |
| Mean | 32 |
|---|---|
| Standard Deviation | 0 |
| Median | 32 |
| Minimum | 32 |
| Maximum | 32 |
| 1st row | 1e9e8ef04dbcff4541... |
|---|---|
| 2nd row | 3aa071139cb16b67ca... |
| 3rd row | 96bd76ec8810374ed1... |
| 4th row | cef67bcfe19066a932... |
| 5th row | 9dc1a7de274444849c... |
| Count | 395107 |
|---|---|
| Lowercase Letter | 395107 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 659325 |
categorical
| Approximate Distinct Count | 73 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Memory Size | 2585943 |
| Mean | 14.9587 |
|---|---|
| Standard Deviation | 5.8236 |
| Median | 15 |
| Minimum | 3 |
| Maximum | 46 |
| 1st row | perfumaria |
|---|---|
| 2nd row | artes |
| 3rd row | esporte_lazer |
| 4th row | bebes |
| 5th row | utilidades_domesti... |
| Count | 452813 |
|---|---|
| Lowercase Letter | 452813 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 95 |
numerical
| Approximate Distinct Count | 66 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 517456 |
| Mean | 48.4769 |
| Minimum | 5 |
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5 |
|---|---|
| 5-th Percentile | 29 |
| Q1 | 42 |
| Median | 51 |
| Q3 | 57 |
| 95-th Percentile | 60 |
| Maximum | 76 |
| Range | 71 |
| IQR | 15 |
| Mean | 48.4769 |
|---|---|
| Standard Deviation | 10.2457 |
| Variance | 104.9752 |
| Sum | 1.5678e+06 |
| Skewness | -0.9032 |
| Kurtosis | 0.1923 |
| Coefficient of Variation | 0.2114 |
numerical
| Approximate Distinct Count | 2960 |
|---|---|
| Approximate Unique (%) | 9.2% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 517456 |
| Mean | 771.4953 |
| Minimum | 4 |
| Maximum | 3992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 150 |
| Q1 | 339 |
| Median | 595 |
| Q3 | 972 |
| 95-th Percentile | 2063 |
| Maximum | 3992 |
| Range | 3988 |
| IQR | 633 |
| Mean | 771.4953 |
|---|---|
| Standard Deviation | 635.1152 |
| Variance | 403371.3486 |
| Sum | 2.4951e+07 |
| Skewness | 1.962 |
| Kurtosis | 4.828 |
| Coefficient of Variation | 0.8232 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 610 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 517456 |
| Mean | 2.189 |
| Minimum | 1 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 3 |
| 95-th Percentile | 6 |
| Maximum | 20 |
| Range | 19 |
| IQR | 2 |
| Mean | 2.189 |
|---|---|
| Standard Deviation | 1.7368 |
| Variance | 3.0164 |
| Sum | 70794 |
| Skewness | 2.1933 |
| Kurtosis | 7.2622 |
| Coefficient of Variation | 0.7934 |
numerical
| Approximate Distinct Count | 2204 |
|---|---|
| Approximate Unique (%) | 6.7% |
| Missing | 2 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 527184 |
| Mean | 2276.4725 |
| Minimum | 0 |
| Maximum | 40425 |
| Zeros | 4 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 105 |
| Q1 | 300 |
| Median | 700 |
| Q3 | 1900 |
| 95-th Percentile | 10850 |
| Maximum | 40425 |
| Range | 40425 |
| IQR | 1600 |
| Mean | 2276.4725 |
|---|---|
| Standard Deviation | 4282.0387 |
| Variance | 1.8336e+07 |
| Sum | 7.5007e+07 |
| Skewness | 3.6047 |
| Kurtosis | 15.1311 |
| Coefficient of Variation | 1.881 |
numerical
| Approximate Distinct Count | 99 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 2 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 527184 |
| Mean | 30.8151 |
| Minimum | 7 |
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 18 |
| Median | 25 |
| Q3 | 38 |
| 95-th Percentile | 65 |
| Maximum | 105 |
| Range | 98 |
| IQR | 20 |
| Mean | 30.8151 |
|---|---|
| Standard Deviation | 16.9145 |
| Variance | 286.0989 |
| Sum | 1.0153e+06 |
| Skewness | 1.7504 |
| Kurtosis | 3.5129 |
| Coefficient of Variation | 0.5489 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 2 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 527184 |
| Mean | 16.9377 |
| Minimum | 2 |
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 8 |
| Median | 13 |
| Q3 | 21 |
| 95-th Percentile | 44 |
| Maximum | 105 |
| Range | 103 |
| IQR | 13 |
| Mean | 16.9377 |
|---|---|
| Standard Deviation | 13.6376 |
| Variance | 185.9829 |
| Sum | 558079 |
| Skewness | 2.14 |
| Kurtosis | 6.6774 |
| Coefficient of Variation | 0.8052 |
numerical
| Approximate Distinct Count | 95 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 2 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 527184 |
| Mean | 23.1967 |
| Minimum | 6 |
| Maximum | 118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 6 |
|---|---|
| 5-th Percentile | 11 |
| Q1 | 15 |
| Median | 20 |
| Q3 | 30 |
| 95-th Percentile | 47 |
| Maximum | 118 |
| Range | 112 |
| IQR | 15 |
| Mean | 23.1967 |
|---|---|
| Standard Deviation | 12.079 |
| Variance | 145.9034 |
| Sum | 764309 |
| Skewness | 1.6709 |
| Kurtosis | 4.0723 |
| Coefficient of Variation | 0.5207 |